Håvard Johansen
External collaborator
Publications
Simula-affiliated publications listed
2021
Journal Articles
D. Jha, S. Ali, N. K. Tomar, H. D. Johansen, D. Johansen, J. Rittscher, M. Riegler and P. Halvorsen
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning
IEEE Access
Proceedings, refereed
D. Jha, S. Ali, N. K. Tomar, M. Riegler, D. Johansen, H. D. Johansen and P. Halvorsen
Exploring Deep Learning Methods for Real-Time Surgical Instrument Segmentation in Laparoscopy
2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)
D. Jha, N. K. Tomar, S. Ali, M. Riegler, H. D. Johansen, D. Johansen, T. de Lange and P. Halvorsen
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy
34th IEEE CBMS International Symposium on Computer-Based Medical Systems
2020
Journal Articles
V. Thambawita, D. Jha, H. L. Hammer, H. D. Johansen, D. Johansen, P. Halvorsen and M. Riegler
An Extensive Study on Cross-Dataset Bias and Evaluation Metrics Interpretation for Machine Learning applied to Gastrointestinal Tract Abnormality Classification
ACM Transactions on Computing for Healthcare
Proceedings, refereed
D. Jha, M. Riegler, D. Johansen, P. Halvorsen and H. D. Johansen
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
CBMS 2020: International Symposium on Computer-Based Medical Systems
D. Jha, S. Ali, K. Emanuelsen, S. Hicks, V. Thambawita, E. Garcia-Ceja, M. Riegler, T. de Lange, P. T. Schmidt, H. D. Johansen, D. Johansen and P. Halvorsen
Kvasir-instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
International Conference on Multimedia Modeling
2019
Proceedings, refereed
T. Wiik, H. D. Johansen, S. A. Pettersen, I. Baptista, T. Kupka, D. Johansen, M. Riegler and P. Halvorsen
Predicting Peek Readiness-to-Train of Soccer Players Using Long Short-Term Memory Recurrent Neural Networks
2019 International Conference on Content-Based Multimedia Indexing (CBMI)
D. Jha, P. H. Smedsrud, M. Riegler, D. Johansen, T. de Lange, P. Halvorsen and H. D. Johansen
ResUNet++: An Advanced Architecture for Medical Image Segmentation
2019 IEEE International Symposium on Multimedia (ISM)